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@article{189192,
        author = {Sujith Rajendiran and Veilraj S and Sakthivel S},
        title = {JUSTICE ASSISTANT: REAL-LIFE COURT AUDIO TAMPERING DETECTION SYSTEM},
        journal = {International Journal of Innovative Research in Technology},
        year = {2025},
        volume = {12},
        number = {7},
        pages = {6975-6982},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=189192},
        abstract = {Justice Assistant is basically an AI system we've built to catch when someone has forged the court audio recordings. Its very important to keep the legal evidence safer and unexposed to the other side. In that case this tool make sure nobody's been working with the audio files that could make or break a case in an unethical way. The system is very smart about spotting the different types of tampering. It knows whether some parts are cut, added new recordings to the existing, spliced multiple recordings together, speed up things or slowed them down or even just the compression of the audio file can also be detected. Justice Assistant can usually tell or indicate when something is not right. It works in such a way that the system takes audio files through a standard cleanup process, provides lot of detailed information from the sound, and then uses analysis and algorithms from signal processing to figure out what the original is and what might have been edited. It also gives analysis and score for each section of tampering detected and the differences made in it so that it is easier for the person to analyse and know the real issue in the tampered audio. It can work in two different ways either all received recordings can be analysed and asked to generate report in bulk or the necessary audio particular for the case can be analysed while court is actually happening without disrupting anything. It detects unusual gaps which are more frequent and keeps track of all the technical details and generate reports which are more important for court. So with this tool assisting audio recordings and the tampering the experts in forensics can work on something else which need more time and crucial. The Justice Assistant is mainly used for the purpose of fairness and transparency in the court and the people.},
        keywords = {Court audio, audio forensics, tampering detection, machine learning, Judicial evidence safeguarding.},
        month = {December},
        }